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DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION

Authors: Martin J. Wainwright

Journal: Annals of statistics

Citation: Martin J. Wainwright, DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 1978-1983

DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION

Authors: Christophe Giraud Alexandre Tsybakov

Journal: Annals of statistics

Citation: Christophe Giraud et Alexandre Tsybakov, DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 1984-1988

DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION

Authors: Zhao Ren Harrison H. Zhou

Journal: Annals of statistics

Citation: Zhao Ren et Harrison H. Zhou, DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 1989-1996

DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION

Authors: Emmanuel J. Candés Mahdi Soltanolkotabi

Journal: Annals of statistics

Citation: Emmanuel J. Candés et Mahdi Soltanolkotabi, DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 1996-2004

REJOINDER: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION

Authors: Venkat Chandrasekaran Pablo A. Parrilo Alan S. Willsky

Journal: Annals of statistics

Citation: Venkat Chandrasekaran et al., REJOINDER: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 2005-2013

ADAPTIVE COVARIANCE MATRIX ESTIMATION THROUGH BLOCK THRESHOLDING

Authors: T. Tony Cai Ming Yuan

Journal: Annals of statistics

Citation: T. Tony Cai et Ming Yuan, ADAPTIVE COVARIANCE MATRIX ESTIMATION THROUGH BLOCK THRESHOLDING, Annals of statistics , 40(4), 2012, pp. 2014-2042

VARIABLE SELECTION IN LINEAR MIXED EFFECTS MODELS

Authors: Yingying Fan Runze Li

Journal: Annals of statistics

Citation: Yingying Fan et Runze Li, VARIABLE SELECTION IN LINEAR MIXED EFFECTS MODELS, Annals of statistics , 40(4), 2012, pp. 2043-2068

NEEDLES AND STRAW IN A HAYSTACK: POSTERIOR CONCENTRATION FOR POSSIBLY SPARSE SEQUENCES

Authors: Ismaël Castillo Aad van der Vaart

Journal: Annals of statistics

Citation: Ismaël Castillo et Aad Van Der Vaart, NEEDLES AND STRAW IN A HAYSTACK: POSTERIOR CONCENTRATION FOR POSSIBLY SPARSE SEQUENCES, Annals of statistics , 40(4), 2012, pp. 2069-2101

GENERALIZED FIDUCIAL INFERENCE FOR NORMAL LINEAR MIXED MODELS

Authors: Jessi Cisewski Jan Hannig

Journal: Annals of statistics

Citation: Jessi Cisewski et Jan Hannig, GENERALIZED FIDUCIAL INFERENCE FOR NORMAL LINEAR MIXED MODELS, Annals of statistics , 40(4), 2012, pp. 2102-2127

GENERAL THEORY FOR INTERACTIONS IN SUFFICIENT CAUSE MODELS WITH DICHOTOMOUS EXPOSURES

Authors: Tyler J. VanderWeele Thomas S. Richardson

Journal: Annals of statistics

Citation: Tyler J. Vanderweele et Thomas S. Richardson, GENERAL THEORY FOR INTERACTIONS IN SUFFICIENT CAUSE MODELS WITH DICHOTOMOUS EXPOSURES, Annals of statistics , 40(4), 2012, pp. 2128-2161

COUNTERFACTUAL ANALYSES WITH GRAPHICAL MODELS BASED ON LOCAL INDEPENDENCE

Authors: Kjetil Røysland

Journal: Annals of statistics

Citation: Kjetil Røysland, COUNTERFACTUAL ANALYSES WITH GRAPHICAL MODELS BASED ON LOCAL INDEPENDENCE, Annals of statistics , 40(4), 2012, pp. 2162-2194

A GEOMETRIC ANALYSIS OF SUBSPACE CLUSTERING WITH OUTLIERS

Authors: Mahdi Soltanolkotabi Emmanuel J. Candés

Journal: Annals of statistics

Citation: Mahdi Soltanolkotabi et Emmanuel J. Candés, A GEOMETRIC ANALYSIS OF SUBSPACE CLUSTERING WITH OUTLIERS, Annals of statistics , 40(4), 2012, pp. 2195-2238

ASYMPTOTICALLY OPTIMAL PARAMETER ESTIMATION UNDER COMMUNICATION CONSTRAINTS

Authors: Georgios Fellouris

Journal: Annals of statistics

Citation: Georgios Fellouris, ASYMPTOTICALLY OPTIMAL PARAMETER ESTIMATION UNDER COMMUNICATION CONSTRAINTS, Annals of statistics , 40(4), 2012, pp. 2239-2265

CONSISTENCY OF COMMUNITY DETECTION IN NETWORKS UNDER DEGREE-CORRECTED STOCHASTIC BLOCK MODELS

Authors: Yunpeng Zhao Elizaveta Levina Ji Zhu

Journal: Annals of statistics

Citation: Yunpeng Zhao et al., CONSISTENCY OF COMMUNITY DETECTION IN NETWORKS UNDER DEGREE-CORRECTED STOCHASTIC BLOCK MODELS, Annals of statistics , 40(4), 2012, pp. 2266-2292

HIGH-DIMENSIONAL SEMIPARAMETRIC GAUSSIAN COPULA GRAPHICAL MODELS

Authors: Han Liu Fang Han Ming Yuan John Lafferty Larry Wasserman

Journal: Annals of statistics

Citation: Han Liu et al., HIGH-DIMENSIONAL SEMIPARAMETRIC GAUSSIAN COPULA GRAPHICAL MODELS, Annals of statistics , 40(4), 2012, pp. 2293-2326

SHARP ORACLE INEQUALITIES FOR AGGREGATION OF AFFINE ESTIMATORS

Authors: Arnak S. Dalalyan Joseph Salmon

Journal: Annals of statistics

Citation: Arnak S. Dalalyan et Joseph Salmon, SHARP ORACLE INEQUALITIES FOR AGGREGATION OF AFFINE ESTIMATORS, Annals of statistics , 40(4), 2012, pp. 2327-2355

CORRECTION BACKFITTING AND SMOOTH BACKFITTING FOR ADDITIVE QUANTILE MODELS

Authors: Young K. Lee Enno Mammen Byeong U. Park

Journal: Annals of statistics

Citation: Young K. Lee et al., CORRECTION BACKFITTING AND SMOOTH BACKFITTING FOR ADDITIVE QUANTILE MODELS, Annals of statistics , 40(4), 2012, pp. 2356-2357

JOINT VARIABLE AND RANK SELECTION FOR PARSIMONIOUS ESTIMATION OF HIGH-DIMENSIONAL MATRICES

Authors: Florentina Bunea Yiyuan She Marten H. Wegkamp

Journal: Annals of statistics

Citation: Florentina Bunea et al., JOINT VARIABLE AND RANK SELECTION FOR PARSIMONIOUS ESTIMATION OF HIGH-DIMENSIONAL MATRICES, Annals of statistics , 40(5), 2012, pp. 2359-2388

OPTIMAL RATES OF CONVERGENCE FOR SPARSE COVARIANCE MATRIX ESTIMATION

Authors: T. Tony Cai Harrison H. Zhou

Journal: Annals of statistics

Citation: T. Tony Cai et Harrison H. Zhou, OPTIMAL RATES OF CONVERGENCE FOR SPARSE COVARIANCE MATRIX ESTIMATION, Annals of statistics , 40(5), 2012, pp. 2389-2420

ESTIMATION IN FUNCTIONAL REGRESSION FOR GENERAL EXPONENTIAL FAMILIES

Authors: Winston Wei Dou David Pollard Harrison H. Zhou

Journal: Annals of statistics

Citation: Winston Wei Dou et al., ESTIMATION IN FUNCTIONAL REGRESSION FOR GENERAL EXPONENTIAL FAMILIES, Annals of statistics , 40(5), 2012, pp. 2421-2451

FAST GLOBAL CONVERGENCE OF GRADIENT METHODS FOR HIGH-DIMENSIONAL STATISTICAL RECOVERY

Authors: Alekh Agarwal Sahand Negahban Martin J. Wainwright

Journal: Annals of statistics

Citation: Alekh Agarwal et al., FAST GLOBAL CONVERGENCE OF GRADIENT METHODS FOR HIGH-DIMENSIONAL STATISTICAL RECOVERY, Annals of statistics , 40(5), 2012, pp. 2452-2482

SAMPLED FORMS OF FUNCTIONAL PCA IN REPRODUCING KERNEL HILBERT SPACES

Authors: Arash A. Amini Martin J. Wainwright

Journal: Annals of statistics

Citation: Arash A. Amini et Martin J. Wainwright, SAMPLED FORMS OF FUNCTIONAL PCA IN REPRODUCING KERNEL HILBERT SPACES, Annals of statistics , 40(5), 2012, pp. 2483-2510

A PENALIZED EMPIRICAL LIKELIHOOD METHOD IN HIGH DIMENSIONS

Authors: Soumendra N. Lahiri Subhodeep Mukhopadhyay

Journal: Annals of statistics

Citation: Soumendra N. Lahiri et Subhodeep Mukhopadhyay, A PENALIZED EMPIRICAL LIKELIHOOD METHOD IN HIGH DIMENSIONS, Annals of statistics , 40(5), 2012, pp. 2511-2540

REGULARIZED RANK-BASED ESTIMATION OF HIGH-DIMENSIONAL NONPARANORMAL GRAPHICAL MODELS

Authors: Lingzhou Xue Hui Zou

Journal: Annals of statistics

Citation: Lingzhou Xue et Hui Zou, REGULARIZED RANK-BASED ESTIMATION OF HIGH-DIMENSIONAL NONPARANORMAL GRAPHICAL MODELS, Annals of statistics , 40(5), 2012, pp. 2541-2571

ON FALSE DISCOVERY RATE THRESHOLDING FOR CLASSIFICATION UNDER SPARSITY

Authors: Pierre Neuvial Etienne Roquain

Journal: Annals of statistics

Citation: Pierre Neuvial et Etienne Roquain, ON FALSE DISCOVERY RATE THRESHOLDING FOR CLASSIFICATION UNDER SPARSITY, Annals of statistics , 40(5), 2012, pp. 2572-2600

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